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商业与金融

AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    很高· 相对

    低四级相对区间很高

    职业群单位数值

    尺度 · 母数 · 来源

    四级相对类别(低 / 中等 / 高 / 很高)

    以BLS就业预测表中831个细分职业为基数。取值按 NEM(全国就业矩阵)代码给定,因此共用同一 NEM 代码的职业得到相同分档

    来源数据集(XLSX 文件下载)

  • 数据来源: Anthropic发布时间: 2026-03

    0.220

    0.000此处所载数值的范围0.745
    尺度 · 母数 · 来源

    观测暴露度指数,按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

  • 数据来源: ILO发布时间: 2025

    0.44

    0.09此处所载数值的范围0.70

    职业群单位数值

    尺度 · 母数 · 来源

    生成式AI暴露度指数,按发布原值0–1

    ISCO-08职业小类单位 — 共用同一代码的职业取值相同

    本站计算,并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中,达到或高于此值的占 28%。

    来源数据集

该来源发布的是什么性质的数值

BLS的类别是相对排位而非绝对水平,也不是一手测量:它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测,不是采用概率,也不区分自动化与增强。

Task-level exposure

显示隐藏的 50 项工作
TaskClaude.aiRaw / share %APIRaw / share %
Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.

13-2099

0.053219.90.028314.0
Structure or negotiate deals, such as corporate mergers, sales, or acquisitions.

13-2099

0.02378.90.01497.4
Coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.

13-2099

0.02328.70.029514.6
Interpret results of financial analysis procedures.

13-2099

0.01365.10.01195.9
Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.

13-2099

0.01254.70.00321.6
Prepare all materials for transactions or execution of deals.

13-2099

0.01214.50.01356.7
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions.

13-2099

0.01194.40.00341.7
Develop or implement risk-assessment models or methodologies.

13-2099

0.01084.00.01216.0
Create client presentations of plan details.

13-2099

0.00993.70.00170.9
Produce written summary reports of financial research results.

13-2099

0.00943.50.01648.1

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

职业信息